Cognitive Computing for Machine Thinking
暫譯: 機器思維的認知計算

本書介紹了認知模型以及新的機器思維範式，以增強現有的人工智慧能力並解決其當前的限制。本書提供了自然智慧和人工智慧的概述，以及目前使用的計算模型。提出了推進當前模型的必要性，並附上適當的範例。不同領域的商業案例研究展示了增強智慧在所提議的機器思維範式下的可能應用。本書的目標讀者為學術界、研究人員、學生及專業人士，這些人員來自涉及智能計算和模擬人類思維的學科。它提供了可能的跨學科研究方向，包括社會心理學、人工智慧、人機互動（HCI）、認知等，應用於各個領域。

Dr. Makarand Velankar received Ph.D. degree in Computer Engineering from Savitribai Phule Pune University. He has 11 years of industry experience and is associated with MKSSS'S Cummins College of Engineering for women, Pune, Maharashtra, India since 2001. His research interests include machine learning, AI, information retrieval, algorithms, cognitive computing and computational musicology. He is member of various professional bodies such as Computer Society of India, ACM, Indian Institute of Engineers. He acted as reviewer for many journals and conferences such as IEEE transactions, Springer, Eurasip, Sadhna, UAAI, IGI Global and ISMIR. He is associated with International Society of Music Information Retrieval to promote research in computational music. He is also an entrepreneurship educator, trainer and approved mentor for start-ups. He received Gold Global Jury award for evaluating and guiding startups at global level. He has delivered talks and conducted sessions/ webinars ondifferent topics in startups, entrepreneurship and computing.

Dr Parikshit is a senior member IEEE and is Professor, Dean Research and Development and Head - Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph. D from Aalborg University, Denmark and continued as Post Doc Researcher at CMI, Copenhagen, Denmark. He has 23 + years of teaching and research experience. He is an ex-member of the Board of Studies in Computer Engineering, Ex-Chairman Information Technology, Savitribai Phule Pune University and various Universities and autonomous colleges across India. He has 15 patents, 200+ research publications (Google Scholar citations-2900 plus, H index-25 and Scopus Citations are 1400 plus with H index-18, Web of Science citations are 438 with H index - 10) and authored/edited 54 books with Springer, CRC Press, Cambridge University Press, etc. He is editor in chief for IGI Global -International Journal of Rough Sets and Data Analysis, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence and reviewer for various journals and conferences of the repute. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security. He is guiding 8 PhD students in the area of IoT and machine learning and SIX students have successfully defended their PhD under his supervision from SPPU. He is also the recipient of "Best Faculty Award" by Sinhgad Institutes and Cognizant Technologies Solutions. He has delivered 200 plus lectures at national and international level.

Dr. Gitanjali R. Shinde has overall 15 years of experience, presently working as Head & Associate Professor in Department of Computer Science & Engineering (AI & ML), Vishwakarma Institute of Information Technology, Pune, India. She has done Ph.D. in Wireless Communication from CMI, Aalborg University, Copenhagen, Denmark on Research Problem Statement "Cluster Framework for Internet of People, Things and Services" - Ph. D awarded on 8th May 2018. She obtained M.E. (Computer Engineering) degree from the University of Pune, Pune in 2012 and B.E. (Computer Engineering) degree from the University of Pune, Pune in 2006. She has received research funding for the project "Lightweight group authentication for IoT" by SPPU, Pune. She has presented a research article in the World Wireless Research Forum (WWRF) meeting, Beijing China. She has published 50+ papers in National, International conferences and journals. She is author of 10+ books with publishers Springer and CRC Taylor & Francis Group and she is also editor of books. Her book "Data Analytics for Pandemics A COVID 19 Case Study" is awarded outstanding Book of year 2020.

Dr. Makarand Velankar 獲得了來自 Savitribai Phule Pune University 的計算機工程博士學位。他擁有 11 年的行業經驗，自 2001 年以來一直與印度馬哈拉施特拉邦普納的 MKSSS'S Cummins College of Engineering for Women 相關聯。他的研究興趣包括機器學習、人工智慧、信息檢索、算法、認知計算和計算音樂學。他是多個專業機構的成員，如印度計算機學會、ACM 和印度工程師學會。他曾擔任多個期刊和會議的審稿人，如 IEEE Transactions、Springer、Eurasip、Sadhna、UAAI、IGI Global 和 ISMIR。他與國際音樂信息檢索學會合作，促進計算音樂的研究。他還是一名創業教育者、培訓師和獲批准的初創企業導師。他因在全球範圍內評估和指導初創企業而獲得金獎全球評審獎。他在初創企業、創業和計算等不同主題上發表過演講並舉辦過會議/網絡研討會。

Dr. Parikshit 是 IEEE 的高級會員，並擔任印度普納 Vishwakarma Institute of Information Technology 的教授、研究與發展院長及人工智慧與數據科學系主任。他在丹麥奧爾堡大學獲得博士學位，並在丹麥哥本哈根的 CMI 繼續擔任博士後研究員。他擁有超過 23 年的教學和研究經驗。他曾是計算機工程學科的學術委員會成員，前任信息技術主席，並在印度各大學和自治學院任職。他擁有 15 項專利，發表了 200 多篇研究論文（Google Scholar 引用超過 2900，H 指數 25，Scopus 引用超過 1400，H 指數 18，Web of Science 引用 438，H 指數 10），並與 Springer、CRC Press、劍橋大學出版社等共同編著了 54 本書。他是 IGI Global 的《國際粗集與數據分析期刊》主編、《國際網格與公用計算期刊》主編，並擔任 IGI Global 的《國際環境計算與智能期刊》編輯審查委員會成員，還是多個知名期刊和會議的審稿人。他的研究興趣包括機器學習、數據科學、算法、物聯網、身份管理和安全。他正在指導 8 名博士生，專注於物聯網和機器學習，其中 6 名學生在他的指導下成功完成了博士學位。他還獲得了 Sinhgad Institutes 和 Cognizant Technologies Solutions 的「最佳教師獎」。他在國內外發表了超過 200 場講座。

Dr. Gitanjali R. Shinde 擁有 15 年的綜合經驗，目前擔任印度普納 Vishwakarma Institute of Information Technology 計算機科學與工程系（人工智慧與機器學習）的系主任及副教授。她在丹麥哥本哈根的 CMI、奧爾堡大學獲得無線通信博士學位，研究問題為「人、物和服務的集群框架」，於 2018 年 5 月 8 日獲得博士學位。她於 2012 年獲得普納大學的計算機工程碩士學位，並於 2006 年獲得普納大學的計算機工程學士學位。她獲得了 SPPU、普納的「物聯網輕量級群組身份驗證」項目的研究資金。她在世界無線研究論壇（WWRF）會議上發表了一篇研究文章，會議地點在中國北京。她在國內外會議和期刊上發表了 50 多篇論文。她與 Springer 和 CRC Taylor & Francis Group 出版了 10 本以上的書籍，並擔任書籍的編輯。她的書籍《疫情數據分析：COVID-19 案例研究》被評為 2020 年傑出書籍。